crany.ai

AI Answer Correction Log Template

Document an inaccurate AI product answer, fix misleading owned evidence and preserve later observations without promising an immediate external correction.

When to use this template

Use this when an AI answer states a materially incorrect product fact and you can identify what your authoritative public content actually says.

Choose another approach when: You want to suppress criticism, send repeated unsolicited messages, or plant hidden instructions in pages to manipulate AI outputs.

Gather these inputs

Copy and adapt the template

Edit the text below and copy it into your own document. Edits stay in this browser field and are not submitted or saved by this page.

Worked example

Illustrative example, not a Crany customer result. Replace every example detail with facts you can verify.

An illustrative AI answer describes a prelaunch app as having a paid team plan. The app has not announced pricing. The log records the answer and the public source showing its actual stage.
The founder adds a clear “pricing not announced” statement to the factual overview because the page was ambiguous, then records that edit as an owned-source correction. If a later answer still invents a plan, the log remains unresolved externally. A new screenshot is appended rather than replacing the original evidence with a more favorable result.

How to use it

  1. Confirm that the issue is a factual mismatch rather than an opinion you dislike.
  2. Correct misleading owned information and use an official feedback route only when appropriate.
  3. Retest separately and distinguish source repair from observed external-answer repair.

Check before using it

What to measure

Monitor material factual accuracy in repeat observations and retain unresolved errors. The process creates accountability for what the owner controls; it cannot force a model or search provider to adopt a correction.

Research and sources

Reliable public facts inform this original incident-style editorial log. The sources do not offer a universal AI-answer correction API or guarantee refresh timing.

About Crany

Crany is an AI marketing co-founder in development for software founders and vibe coders, designed to strategize, execute approved marketing and improve based on results. This free resource is usable independently of the product. Join the public waitlist.

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